#docling Suchergebnisse

🎉 Release announcement 🎉 The first release (0.1.3) of the #Docling #Java library has been released! This first release brings the power of #Docling to #Java! Many thanks to @MicheleDolfi, @vitalethomas, and @alexsotob for their help and collaboration! docling-project.github.io/docling-java

edeandrea's tweet image. 🎉 Release announcement 🎉

The first release (0.1.3) of the #Docling #Java library has been released! This first release brings the power of #Docling to #Java!

Many thanks to @MicheleDolfi, @vitalethomas, and @alexsotob for their help and collaboration!

docling-project.github.io/docling-java

Build an Agentic RAG Recommendation Engine in minutes vs months! 🔥 Using @crewAIInc, #Docling, @ExaAILabs, & @weaviate_io, learn how to: ✅ Build a recommendation engine with agents ✅ Agentic rag in action ✅ Turn spreadsheets into vectors [link in next thread]

crewAIInc's tweet image. Build an Agentic RAG Recommendation Engine in minutes vs months! 🔥 

Using @crewAIInc,  #Docling, @ExaAILabs, & @weaviate_io, learn how to: 
✅ Build a recommendation engine with agents
✅ Agentic rag in action
✅ Turn spreadsheets into vectors

[link in next thread]

My car was featured by @GeiselMed for the early morning white coat pick up! Now i’m an official #docling

MedicMarkwood's tweet image. My car was featured by @GeiselMed for the early morning white coat pick up! Now i’m an official #docling

1/10 📄✨ 論文PDFをそのままMarkdownに変換したい? 「Smol-Docling × Docling」を使えば、Colab上で Attention Is All You Need のPDFをHTML/MDに変換できます。 OCRか埋め込み文字か。まずは違いを理解するのが大事。 #docling #PDF #Markdown


Another one of my #docling graduates from medical school!

benabo's tweet image. Another one of my #docling graduates from medical school!

docling Introducing Docling, an open-source tool simplifying document processing with advanced PDF understanding and seamless integrations with the gen AI ecosystem #Docling #OpenSourceAI #GenAI

D4Vinci1's tweet image. docling

Introducing Docling, an open-source tool simplifying document processing with advanced PDF understanding and seamless integrations with the gen AI ecosystem #Docling #OpenSourceAI #GenAI

Since there’s a lot of really useful data tucked away in PDF’s and documents that aren’t easily consumable by LLM’s, the #Docling project uses computer vision models and OCR to parse into Markdown, JSON, and more! I experimented with the CLI and library in this quick video:…

cedricclyburn's tweet image. Since there’s a lot of really useful data tucked away in PDF’s and documents that aren’t easily consumable by LLM’s, the #Docling project uses computer vision models and OCR to parse into Markdown, JSON, and more! I experimented with the CLI and library in this quick video:…

Stop forcing LLMs to read messy PDFs. Use Docling to convert any PDF into perfect Markdown in seconds. We tested it on the Bitcoin whitepaper — results are 🔥 📺 See the 1‑min demo: youtube.com/shorts/ZNK6SaN… 🧩 Try the code: colab.research.google.com/drive/1ZktYsAW… #docling #markdown


Wooo hoo! First #Devoxx completed successfully ✅ I had a fantastic time with the @rhdevelopers team in Paris this week at @DevoxxFR and it blew my mind! 4,500 developers and engineers all tinkering and live demo-ing, including my talk on document processing using #Docling

cedricclyburn's tweet image. Wooo hoo! First #Devoxx completed successfully ✅ I had a fantastic time with the @rhdevelopers team in Paris this week at @DevoxxFR and it blew my mind! 4,500 developers and engineers all tinkering and live demo-ing, including my talk on document processing using #Docling
cedricclyburn's tweet image. Wooo hoo! First #Devoxx completed successfully ✅ I had a fantastic time with the @rhdevelopers team in Paris this week at @DevoxxFR and it blew my mind! 4,500 developers and engineers all tinkering and live demo-ing, including my talk on document processing using #Docling
cedricclyburn's tweet image. Wooo hoo! First #Devoxx completed successfully ✅ I had a fantastic time with the @rhdevelopers team in Paris this week at @DevoxxFR and it blew my mind! 4,500 developers and engineers all tinkering and live demo-ing, including my talk on document processing using #Docling
cedricclyburn's tweet image. Wooo hoo! First #Devoxx completed successfully ✅ I had a fantastic time with the @rhdevelopers team in Paris this week at @DevoxxFR and it blew my mind! 4,500 developers and engineers all tinkering and live demo-ing, including my talk on document processing using #Docling

Los GPTs funcionan mejor si les subimos la información en el formato adecuado. ¡Eso es lo que hace la herramienta #docling automáticamente! Permite transformar pdf, doc, html o ppt a markdown o json. Link: github.com/DS4SD/docling

AulasInteligent's tweet image. Los GPTs funcionan mejor si les subimos la información en el formato adecuado. ¡Eso es lo que hace la herramienta #docling automáticamente! Permite transformar pdf, doc, html o ppt a markdown o json. Link: github.com/DS4SD/docling
AulasInteligent's tweet image. Los GPTs funcionan mejor si les subimos la información en el formato adecuado. ¡Eso es lo que hace la herramienta #docling automáticamente! Permite transformar pdf, doc, html o ppt a markdown o json. Link: github.com/DS4SD/docling
AulasInteligent's tweet image. Los GPTs funcionan mejor si les subimos la información en el formato adecuado. ¡Eso es lo que hace la herramienta #docling automáticamente! Permite transformar pdf, doc, html o ppt a markdown o json. Link: github.com/DS4SD/docling

Ever tried feeding a PDF to an LLM? 😬 It hates it. In under 1 min, see how Docling converts the Bitcoin whitepaper PDF into structured Markdown — perfect for AI pipelines and RAG apps. 📄 PDF ➝ 🧠 AI-ready Markdown ▶ Watch: youtube.com/shorts/ZNK6SaN… #docling #AI #LLM

jules04711's tweet card. How to Use Docling to Turn a PDF into Markdown #docling #llm #markd...

youtube.com

YouTube

How to Use Docling to Turn a PDF into Markdown #docling #llm #markd...


❗️ATENTOS 💫 Tenemos el II Encuentro de Interprogramas de Doctorados en Lingüística: Pensar y actuar para el futuro. 📆 14 y 15 de diciembre. 🗻 Campus Sausalito.Av. El Bosque 1290, Viña del Mar. 📌Lee las instrucción de inscripción en el afiche. #encuentrolinguistas #docling

DocLingPUCV's tweet image. ❗️ATENTOS  💫 Tenemos el II Encuentro de Interprogramas de Doctorados en Lingüística: Pensar y actuar para el futuro. 

📆 14 y 15 de diciembre.
🗻 Campus Sausalito.Av. El Bosque 1290, Viña del Mar.
📌Lee las instrucción de inscripción en el afiche.

#encuentrolinguistas #docling

#Docling: Enterprise-focused open source generative #AI from #IBM technewsro.blog/docling-ai-gen…

technewsro_blog's tweet image. #Docling: Enterprise-focused open source generative #AI from #IBM 

technewsro.blog/docling-ai-gen…

Currently, the best locally usable PDF to Markdown converter is Docling #docling #RAG


🎉 Release announcement 🎉 The first release (0.1.3) of the #Docling #Java library has been released! This first release brings the power of #Docling to #Java! Many thanks to @MicheleDolfi, @vitalethomas, and @alexsotob for their help and collaboration! docling-project.github.io/docling-java

edeandrea's tweet image. 🎉 Release announcement 🎉

The first release (0.1.3) of the #Docling #Java library has been released! This first release brings the power of #Docling to #Java!

Many thanks to @MicheleDolfi, @vitalethomas, and @alexsotob for their help and collaboration!

docling-project.github.io/docling-java

Stop forcing LLMs to read messy PDFs. Use Docling to convert any PDF into perfect Markdown in seconds. We tested it on the Bitcoin whitepaper — results are 🔥 📺 See the 1‑min demo: youtube.com/shorts/ZNK6SaN… 🧩 Try the code: colab.research.google.com/drive/1ZktYsAW… #docling #markdown


PDFs are built for people — not machines. See how Docling turns the Bitcoin whitepaper into clean, structured Markdown in <1 minute. Perfect for semantic search, RAG, and AI workflows. 🎥 Watch demo: youtube.com/shorts/ZNK6SaN… #docling #markdown #AI #LLM #shorts

jules04711's tweet card. How to Use Docling to Turn a PDF into Markdown #docling #llm #markd...

youtube.com

YouTube

How to Use Docling to Turn a PDF into Markdown #docling #llm #markd...


Ever tried feeding a PDF to an LLM? 😬 It hates it. In under 1 min, see how Docling converts the Bitcoin whitepaper PDF into structured Markdown — perfect for AI pipelines and RAG apps. 📄 PDF ➝ 🧠 AI-ready Markdown ▶ Watch: youtube.com/shorts/ZNK6SaN… #docling #AI #LLM

jules04711's tweet card. How to Use Docling to Turn a PDF into Markdown #docling #llm #markd...

youtube.com

YouTube

How to Use Docling to Turn a PDF into Markdown #docling #llm #markd...


#IBM has launched #Granite 4.0, the next generation of open-source, small but efficient, @IBM language models, together with Granite-#Docling, the next gen document format converter. On IProgrammer: cutt.ly/xr4u6ZQs @IBMDeveloper #llm #gpt #chatgpt

nikosvg's tweet image. #IBM has launched #Granite 4.0, the next generation of open-source, small but efficient, @IBM language models, together with Granite-#Docling, the next gen document format converter.

On IProgrammer: cutt.ly/xr4u6ZQs

@IBMDeveloper #llm #gpt #chatgpt

Docling is now a top 500 repository on @github. This #OpenSource project is being developed by @IBMResearch to convert unstructured data into #AI ready formats in PDF, PPT & videos. #Docling success validates @IBM commitment to the opensource community github.com/docling-projec…


はてなブログに投稿しました Doclingを利用してpdfからmarkdownへの変換を見直してみる。 - 地平線まで行ってくる。 bwgift.hatenadiary.jp/entry/2025/10/… #はてなブログ #Docling #RAG


Currently, the best locally usable PDF to Markdown converter is Docling #docling #RAG


2/10 🔎 ざっくり結論: スキャンPDFや図表入り → Smol-Docling(OCR+レイアウト理解) テキスト埋め込み済PDF → Docling本体(高速にテキストレイヤを抽出) この記事では「画像経由でSmol-Doclingを使うルート」を紹介します。 #docling #Markdown


1/10 📄✨ 論文PDFをそのままMarkdownに変換したい? 「Smol-Docling × Docling」を使えば、Colab上で Attention Is All You Need のPDFをHTML/MDに変換できます。 OCRか埋め込み文字か。まずは違いを理解するのが大事。 #docling #PDF #Markdown


As engineers, we value spaces that fuel creativity and innovation. Thrilled to see @IBM named one of @FastCompany’s Best Workplaces for Innovators 2025—recognized for AI, automation & machine learning. fastcompany.com/91390641/ai-au… #ml #granite #Docling


New Guide! 🚀 Master #Docling for #AIPowered document processing & parsing. Supports all formats, advanced #PDF understanding, #OCR, and integrates with #LangChain, #LlamaIndex, #Haystack. Essential for developers! Read more: decisioncrafters.com/docling-comple…

tech0827's tweet image. New Guide! 🚀 Master #Docling for #AIPowered document processing &amp;amp; parsing. Supports all formats, advanced #PDF understanding, #OCR, and integrates with #LangChain, #LlamaIndex, #Haystack. Essential for developers! Read more: decisioncrafters.com/docling-comple…

Unlock the power of #unstructureddata with @TheNewStack's guide on transforming it to RAG-ready formats using #Docling. Dive into the future of data processing and stay ahead in the #AI and #MachineLearning game! 🌐📊 #DataScience #TechInnovation


Docling is my go-to document parser. Used it in: - Allycat: github.com/The-AI-Allianc… - Data Prep Kit: github.com/data-prep-kit/… ✅ Easy to use ✅ Handles PDFs, DOCX, HTML, etc. ✅ Just works Check this PDF parsing benchmark: procycons.com/en/blogs/pdf-d… #Docling #PDFParsing

sujee_dev's tweet image. Docling is my go-to document parser.

Used it in:
-  Allycat: github.com/The-AI-Allianc…
-  Data Prep Kit: github.com/data-prep-kit/…

✅ Easy to use
✅ Handles PDFs, DOCX, HTML, etc.
✅ Just works 

Check this PDF parsing benchmark: procycons.com/en/blogs/pdf-d…

#Docling #PDFParsing…

Are you struggling with multiple tools to make PDFs searchable? #Docling creates end-to-end pipelines: extraction → chunking → search → chat in one workflow. 📕 View the full article: buff.ly/B6onsHl

KhuyenTran16's tweet image. Are you struggling with multiple tools to make PDFs searchable? #Docling creates end-to-end pipelines: extraction → chunking → search → chat in one workflow. 

📕 View the full article: buff.ly/B6onsHl

🎉 Happy 1st birthday to Docling! Originally developed at @IBM and now hosted by LF AI & Data, Docling helps convert complex documents into structured data for AI workflows. From PDF to GenAI—Docling is just getting started. 🔗 hubs.la/Q03xvNGS0 #Docling #OpenSourceAI

LFAIDataFdn's tweet image. 🎉 Happy 1st birthday to Docling!

Originally developed at @IBM and now hosted by LF AI &amp;amp; Data, Docling helps convert complex documents into structured data for AI workflows. From PDF to GenAI—Docling is just getting started.

🔗 hubs.la/Q03xvNGS0
#Docling #OpenSourceAI

🎉 Release announcement 🎉 The first release (0.1.3) of the #Docling #Java library has been released! This first release brings the power of #Docling to #Java! Many thanks to @MicheleDolfi, @vitalethomas, and @alexsotob for their help and collaboration! docling-project.github.io/docling-java

edeandrea's tweet image. 🎉 Release announcement 🎉

The first release (0.1.3) of the #Docling #Java library has been released! This first release brings the power of #Docling to #Java!

Many thanks to @MicheleDolfi, @vitalethomas, and @alexsotob for their help and collaboration!

docling-project.github.io/docling-java

Build an Agentic RAG Recommendation Engine in minutes vs months! 🔥 Using @crewAIInc, #Docling, @ExaAILabs, & @weaviate_io, learn how to: ✅ Build a recommendation engine with agents ✅ Agentic rag in action ✅ Turn spreadsheets into vectors [link in next thread]

crewAIInc's tweet image. Build an Agentic RAG Recommendation Engine in minutes vs months! 🔥 

Using @crewAIInc,  #Docling, @ExaAILabs, &amp;amp; @weaviate_io, learn how to: 
✅ Build a recommendation engine with agents
✅ Agentic rag in action
✅ Turn spreadsheets into vectors

[link in next thread]

Los GPTs funcionan mejor si les subimos la información en el formato adecuado. ¡Eso es lo que hace la herramienta #docling automáticamente! Permite transformar pdf, doc, html o ppt a markdown o json. Link: github.com/DS4SD/docling

AulasInteligent's tweet image. Los GPTs funcionan mejor si les subimos la información en el formato adecuado. ¡Eso es lo que hace la herramienta #docling automáticamente! Permite transformar pdf, doc, html o ppt a markdown o json. Link: github.com/DS4SD/docling
AulasInteligent's tweet image. Los GPTs funcionan mejor si les subimos la información en el formato adecuado. ¡Eso es lo que hace la herramienta #docling automáticamente! Permite transformar pdf, doc, html o ppt a markdown o json. Link: github.com/DS4SD/docling
AulasInteligent's tweet image. Los GPTs funcionan mejor si les subimos la información en el formato adecuado. ¡Eso es lo que hace la herramienta #docling automáticamente! Permite transformar pdf, doc, html o ppt a markdown o json. Link: github.com/DS4SD/docling

Since there’s a lot of really useful data tucked away in PDF’s and documents that aren’t easily consumable by LLM’s, the #Docling project uses computer vision models and OCR to parse into Markdown, JSON, and more! I experimented with the CLI and library in this quick video:…

cedricclyburn's tweet image. Since there’s a lot of really useful data tucked away in PDF’s and documents that aren’t easily consumable by LLM’s, the #Docling project uses computer vision models and OCR to parse into Markdown, JSON, and more! I experimented with the CLI and library in this quick video:…

My car was featured by @GeiselMed for the early morning white coat pick up! Now i’m an official #docling

MedicMarkwood's tweet image. My car was featured by @GeiselMed for the early morning white coat pick up! Now i’m an official #docling

Another one of my #docling graduates from medical school!

benabo's tweet image. Another one of my #docling graduates from medical school!

docling Introducing Docling, an open-source tool simplifying document processing with advanced PDF understanding and seamless integrations with the gen AI ecosystem #Docling #OpenSourceAI #GenAI

D4Vinci1's tweet image. docling

Introducing Docling, an open-source tool simplifying document processing with advanced PDF understanding and seamless integrations with the gen AI ecosystem #Docling #OpenSourceAI #GenAI

AIクリエーターの道 ニュース!文書処理の悩み解決、30倍高速化!Doclingで生成AI活用を加速。 #Docling #AI文書処理 #オープンソース 詳しくはこちら↓↓↓ gamefi.co.jp/2025/05/30/ai-…

Gamefi38849310's tweet image. AIクリエーターの道 ニュース!文書処理の悩み解決、30倍高速化!Doclingで生成AI活用を加速。 #Docling #AI文書処理 #オープンソース

詳しくはこちら↓↓↓ 
gamefi.co.jp/2025/05/30/ai-…

Wooo hoo! First #Devoxx completed successfully ✅ I had a fantastic time with the @rhdevelopers team in Paris this week at @DevoxxFR and it blew my mind! 4,500 developers and engineers all tinkering and live demo-ing, including my talk on document processing using #Docling

cedricclyburn's tweet image. Wooo hoo! First #Devoxx completed successfully ✅ I had a fantastic time with the @rhdevelopers team in Paris this week at @DevoxxFR and it blew my mind! 4,500 developers and engineers all tinkering and live demo-ing, including my talk on document processing using #Docling
cedricclyburn's tweet image. Wooo hoo! First #Devoxx completed successfully ✅ I had a fantastic time with the @rhdevelopers team in Paris this week at @DevoxxFR and it blew my mind! 4,500 developers and engineers all tinkering and live demo-ing, including my talk on document processing using #Docling
cedricclyburn's tweet image. Wooo hoo! First #Devoxx completed successfully ✅ I had a fantastic time with the @rhdevelopers team in Paris this week at @DevoxxFR and it blew my mind! 4,500 developers and engineers all tinkering and live demo-ing, including my talk on document processing using #Docling
cedricclyburn's tweet image. Wooo hoo! First #Devoxx completed successfully ✅ I had a fantastic time with the @rhdevelopers team in Paris this week at @DevoxxFR and it blew my mind! 4,500 developers and engineers all tinkering and live demo-ing, including my talk on document processing using #Docling

❗️ATENTOS 💫 Tenemos el II Encuentro de Interprogramas de Doctorados en Lingüística: Pensar y actuar para el futuro. 📆 14 y 15 de diciembre. 🗻 Campus Sausalito.Av. El Bosque 1290, Viña del Mar. 📌Lee las instrucción de inscripción en el afiche. #encuentrolinguistas #docling

DocLingPUCV's tweet image. ❗️ATENTOS  💫 Tenemos el II Encuentro de Interprogramas de Doctorados en Lingüística: Pensar y actuar para el futuro. 

📆 14 y 15 de diciembre.
🗻 Campus Sausalito.Av. El Bosque 1290, Viña del Mar.
📌Lee las instrucción de inscripción en el afiche.

#encuentrolinguistas #docling

Docling is my go-to document parser. Used it in: - Allycat: github.com/The-AI-Allianc… - Data Prep Kit: github.com/data-prep-kit/… ✅ Easy to use ✅ Handles PDFs, DOCX, HTML, etc. ✅ Just works Check this PDF parsing benchmark: procycons.com/en/blogs/pdf-d… #Docling #PDFParsing

sujee_dev's tweet image. Docling is my go-to document parser.

Used it in:
-  Allycat: github.com/The-AI-Allianc…
-  Data Prep Kit: github.com/data-prep-kit/…

✅ Easy to use
✅ Handles PDFs, DOCX, HTML, etc.
✅ Just works 

Check this PDF parsing benchmark: procycons.com/en/blogs/pdf-d…

#Docling #PDFParsing…

This week at @MLPrague I had the opportunity to join some fellow @RedHat rockstars and deliver a 3-hour presentation on infusing your data into a model, with a deep dive on @InstructLab, #Docling, @vllm_project and beyond for production-ready AI systems for the enterprise!

cedricclyburn's tweet image. This week at @MLPrague I had the opportunity to join some fellow @RedHat rockstars and deliver a 3-hour presentation on infusing your data into a model, with a deep dive on @InstructLab, #Docling, @vllm_project and beyond for production-ready AI systems for the enterprise!
cedricclyburn's tweet image. This week at @MLPrague I had the opportunity to join some fellow @RedHat rockstars and deliver a 3-hour presentation on infusing your data into a model, with a deep dive on @InstructLab, #Docling, @vllm_project and beyond for production-ready AI systems for the enterprise!

#Docling: Enterprise-focused open source generative #AI from #IBM technewsro.blog/docling-ai-gen…

technewsro_blog's tweet image. #Docling: Enterprise-focused open source generative #AI from #IBM 

technewsro.blog/docling-ai-gen…

🎉 Docling Joins the Linux Foundation AI & Data – A major milestone for Open-Source Document AI! 🎉 #docling #opensource #ai #linuxfoundation

AsNassar's tweet image. 🎉 Docling Joins the Linux Foundation AI &amp;amp; Data – A major milestone for Open-Source Document AI! 🎉
#docling #opensource #ai #linuxfoundation

Docling from @IBM, Open Source Library to make documents LLM Ready - Step by step guide - Simple to Advance features - Docling via CLI - Integrate with models via @ollama & @huggingface - Easy integration with @llama_index Video link in 1st comment👇 #docling #parser #llm #ai

mesudarshan's tweet image. Docling from @IBM, Open Source Library to make documents LLM Ready

- Step by step guide
- Simple to Advance features
- Docling via CLI
- Integrate with models via @ollama &amp;amp; @huggingface
- Easy integration with @llama_index

Video link in 1st comment👇

#docling #parser #llm #ai

⭕️ Conoce al cuerpo académico de nuestro doctorado. Revisa la info 👇 ‼️Recuerda que el periodo de postulación a nuestro doctorado está abierto hasta el 1 de noviembre. 📍Dudas y consultas ✉️ [email protected] #docling #bilingüismo #lectura #procesamientolexico

DocLingPUCV's tweet image. ⭕️ Conoce al cuerpo académico de nuestro doctorado. Revisa la info 👇

‼️Recuerda que el periodo de postulación a nuestro doctorado está abierto hasta el 1 de noviembre.
📍Dudas y consultas ✉️ postgradoling@pucv.cl

#docling #bilingüismo #lectura #procesamientolexico
DocLingPUCV's tweet image. ⭕️ Conoce al cuerpo académico de nuestro doctorado. Revisa la info 👇

‼️Recuerda que el periodo de postulación a nuestro doctorado está abierto hasta el 1 de noviembre.
📍Dudas y consultas ✉️ postgradoling@pucv.cl

#docling #bilingüismo #lectura #procesamientolexico

Taming Unstructured Data: From PDFs to JSON with Quarkus and Docling Build a fast, scalable converter to turn business documents into structured data buff.ly/sKgO6n1 #Java #Quarkus #Docling #AIML #PDF #DocumentParsing

myfear's tweet image. Taming Unstructured Data: From PDFs to JSON with Quarkus and Docling
Build a fast, scalable converter to turn business documents into structured data 
buff.ly/sKgO6n1
#Java #Quarkus #Docling #AIML #PDF #DocumentParsing

⭕️ Conoce las líneas de investigación de la Dra. Díaz Galaz, una de nuestras académicas. ‼️Recuerda q el periodo de postulación a nuestro doctorado está abierto hasta el 1 de noviembre. 📍Consultas ✉️ [email protected] #docling #comprensionoral #traduccion #interpretacion

DocLingPUCV's tweet image. ⭕️ Conoce las líneas de investigación de la Dra. Díaz Galaz, una de nuestras académicas.

‼️Recuerda q el periodo de postulación a nuestro doctorado está abierto hasta el 1 de noviembre.

📍Consultas ✉️ postgradoling@pucv.cl

#docling #comprensionoral #traduccion #interpretacion
DocLingPUCV's tweet image. ⭕️ Conoce las líneas de investigación de la Dra. Díaz Galaz, una de nuestras académicas.

‼️Recuerda q el periodo de postulación a nuestro doctorado está abierto hasta el 1 de noviembre.

📍Consultas ✉️ postgradoling@pucv.cl

#docling #comprensionoral #traduccion #interpretacion

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